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Affiliation Department |
情報工学科 知能情報分野
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Title |
Assistant Professor |
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Contact information |
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Homepage |
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External Link |
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KIKUCHI Masato
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Degree
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Doctor (Engineering) ( 2021.03 Toyohashi University of Technology )
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Master (Engineering) ( 2018.03 Toyohashi University of Technology )
Research Areas
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Informatics / Web informatics and service informatics
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Informatics / Intelligent informatics
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Informatics / Learning support system
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Humanities & Social Sciences / Educational technology
From School
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Toyohashi University of Technology Faculty of Engineering Graduated
2014.04 - 2016.03
From Graduate School
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Toyohashi University of Technology Graduate School, Division of Engineering Doctor's Course Completed
2018.04 - 2021.03
Country：Japan
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Toyohashi University of Technology Graduate School, Division of Engineering Master's Course Completed
2016.04 - 2018.03
Country：Japan
Professional Memberships
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The Database Society of Japan
2022.04
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Information Processing Society of Japan
2022.04
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IEEE
2021.09
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The Institute of Electronics, Information and Communication Engineers
2021.06
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The Association for Natural Language Processing
2017.01
Papers
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Enhanced Classification of Delay Risk Sources in Road Construction Using Domain-Knowledge-Driven Large Language Models Reviewed
Florence Gundidza, Masato Kikuchi, Tadachika Ozono
The 21st Pacific Rim International Conference on Artificial Intelligence (PRICAI 2024) 308 - 319 2024.11
Language：English Publishing type：Research paper (international conference proceedings)
DOI： 10.1007/978-981-96-0119-6_30
Other Link： https://drive.google.com/file/d/1keN1rOVUhlYxOTOIoR_6i3MwhyjkQCEM/view
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Empirical Assessment of Deepfake Detection: Advancing Judicial Evidence Verification Through Artificial Intelligence Reviewed International journal
Ebrima Hydara, Masato Kikuchi, Tadachika Ozono
IEEE Access 12 151188 - 151203 2024.10
Language：English Publishing type：Research paper (scientific journal) Publisher：Institute of Electrical and Electronics Engineers (IEEE)
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Coarse-Grained Sense Inventories Based on Semantic Matching between English Dictionaries Reviewed
Masato Kikuchi, Masatsugu Ono, Toshioki Soga, Tetsu Tanabe, Tadachika Ozono
The 11th International Conference on Advanced Informatics: Concepts, Theory and Applications (ICAICTA 2024) 1 - 6 2024.09
Authorship：Lead author Language：English Publishing type：Research paper (international conference proceedings)
DOI： 10.48550/arXiv.2409.06386
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Enhancing False-Sentence Pairs of BERT-pair for Low-Frequency Aspect Category Detection Reviewed
Masato Kikuchi, Shogo Anda, Tadachika Ozono
The 37th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE 2024) 135 - 146 2024.07
Authorship：Lead author Language：English Publishing type：Research paper (international conference proceedings)
DOI： 10.1007/978-981-97-4677-4_12
Other Link： https://drive.google.com/file/d/1RNZruY1mjcWXBMcu61lsvZsd-Jg_Dq_y/view
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Responsibility Evaluation in Vehicle Collisions from Driving Recorder Videos Using Open Data Reviewed International journal
Helton Agbewonou Yawovi, Masato Kikuchi, Tadachika Ozono
IEEE Access 12 49962 - 49975 2024.04
Language：English Publishing type：Research paper (scientific journal)
DOI： 10.1109/ACCESS.2024.3385367
Other Link： https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10493011
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Deepfake Detection System for Facial Evidence Verification in Criminal Justice and its Legal and Ethical Implications Reviewed
Ebrima Hydara, Masato Kikuchi, Tadachika Ozono
The 23rd International Conference on Intelligent Systems Design and Applications (ISDA 2023) 107 - 116 2023.12
Language：English Publishing type：Research paper (international conference proceedings)
DOI： 10.1007/978-3-031-64650-8_10
Other Link： https://drive.google.com/file/d/1QOI9Vk5uMh7WoNx07Y3q5En3sUriMSuv/view
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Delay Risk Detection in Road Construction Projects Utilizing Large Language Model Reviewed
Florence Gundidza, Masato Kikuchi, Tadachika Ozono
The 23rd International Conference on Intelligent Systems Design and Applications (ISDA 2023) 1 - 10 2023.12
Language：English Publishing type：Research paper (international conference proceedings)
DOI： https://doi.org/10.1007/978-3-031-64836-6_11
Other Link： https://drive.google.com/file/d/1v-8BQdkmJPR4H8dmazSsOtOWN5wM7ew4/view
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Semi-Automatic Category Estimation and Data Augmentation for Opinion Extraction of Product Components Reviewed International journal
Shogo Anda, Masato Kikuchi, Tadachika Ozono
International Journal of Service and Knowledge Management 7 ( 2 ) 1 - 17 2023.11
Language：English Publishing type：Research paper (scientific journal)
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Lyricist-Singer Entropy Affects Lyric-Lyricist Classification Performance Reviewed
Mitsuki Morita, Masato Kikuchi, Tadachika Ozono
The 10th International Conference on Advanced Informatics: Concepts, Theory and Applications (ICAICTA 2023) 1 - 6 2023.10
Language：English Publishing type：Research paper (international conference proceedings)
DOI： 10.48550/arXiv.2310.11035
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AiDashcam: A Vehicle Collision Responsibility Evaluation System based on Object Detection and OpenStreetMap Reviewed
Helton Agbewonou Yawovi, Masato Kikuchi, Tadachika Ozono
The 30th International Conference on Systems Engineering (ICSEng 2023) 12 - 21 2023.08
Language：English Publishing type：Research paper (international conference proceedings)
DOI： 10.1007/978-3-031-40579-2_2
Other Link： https://drive.google.com/file/d/1P2y7dzEFGUQC8PkocvihdY_sf35iYUsP/view
Presentations
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Enhanced Classification of Delay Risk Sources in Road Construction Using Domain-Knowledge-Driven Large Language Models International conference
Florence Gundidza, Masato Kikuchi, Tadachika Ozono
The 21st Pacific Rim International Conference on Artificial Intelligence (PRICAI 2024) 2024.11
Event date： 2024.11
Language：English Presentation type：Oral presentation (general)
Venue：Kyoto, Japan
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Coarse-Grained Sense Inventories Based on Semantic Matching between English Dictionaries International conference
Masato Kikuchi, Masatsugu Ono, Toshioki Soga, Tetsu Tanabe, Tadachika Ozono
The 11th International Conference on Advanced Informatics: Concepts, Theory and Applications (ICAICTA 2024) 2024.09
Event date： 2024.09
Language：English Presentation type：Oral presentation (general)
Venue：National University Of Singapore (NUS), Singapore
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オンライン講義におけるリアルタイムな受講態度推定法の開発と検証 Invited
菊地真人
FIT2024 トップコンファレンスセッション 2024.09
Event date： 2024.09
Language：Japanese Presentation type：Oral presentation (invited, special)
Venue：広島県広島市 広島工業大学 五日市キャンパス
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Enhancing False-Sentence Pairs of BERT-pair for Low-Frequency Aspect Category Detection International conference
Masato Kikuchi, Shogo Anda, Tadachika Ozono
The 37th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE 2024) 2024.07
Event date： 2024.07
Language：English Presentation type：Oral presentation (general)
Venue：Hradec Kralove, Czech Republic
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Deepfake Detection System for Facial Evidence Verification in Criminal Justice and its Legal and Ethical Implications International conference
Ebrima Hydara, Masato Kikuchi, Tadachika Ozono
The 23rd International Conference on Intelligent Systems Design and Applications (ISDA 2023) 2023.12
Event date： 2023.12
Language：English Presentation type：Oral presentation (general)
Venue：Online
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Delay Risk Detection in Road Construction Projects Utilizing Large Language Model International conference
Florence Gundidza, Masato Kikuchi, Tadachika Ozono
The 23rd International Conference on Intelligent Systems Design and Applications (ISDA 2023) 2023.12
Event date： 2023.12
Language：English Presentation type：Oral presentation (general)
Venue：Online
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Lyricist-Singer Entropy Affects Lyric-Lyricist Classification Performance International conference
Mitsuki Morita, Masato Kikuchi, Tadachika Ozono
The 10th International Conference on Advanced Informatics: Concepts, Theory and Applications (ICAICTA 2023) 2023.10
Event date： 2023.10
Language：English Presentation type：Oral presentation (general)
Venue：Lombok, Indonesia
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Direct West African Dishes Recognition and Calorie Classification with Small Dataset International conference
Ezoa Avotchi Michel Djangoran, Masato Kikuchi, Tadachika Ozono
The 30th International Conference on Systems Engineering (ICSEng 2023) 2023.08
Event date： 2023.08
Language：English Presentation type：Oral presentation (general)
Venue：Las Vegas, NV, USA
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AiDashcam: A Vehicle Collision Responsibility Evaluation System based on Object Detection and OpenStreetMap International conference
Helton Agbewonou Yawovi, Masato Kikuchi, Tadachika Ozono
The 30th International Conference on Systems Engineering (ICSEng 2023) 2023.08
Event date： 2023.08
Language：English Presentation type：Oral presentation (general)
Venue：Las Vegas, NV, USA
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Development and Experiment of Classroom Engagement Evaluation Mechanism during Real-Time Online Courses International conference
Yanyi Peng, Masato Kikuchi, Tadachika Ozono
The 24th International Conference on Artificial Intelligence in Education (AIED 2023) 2023.07
Event date： 2023.07
Language：English Presentation type：Oral presentation (general)
Venue：Hitotsubashi University Hitotsubashi Hall, Chiyoda-ku, Tokyo
Works
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Coarse-Grained Sense Inventories Based on Semantic Matching between English Dictionaries
Masato Kikuchi, Masatsugu Ono, Toshioki Soga, Tetsu Tanabe, Tadachika Ozono
2024.09
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A Scientific Journal List at Japanese News Articles
Mitsuo Yoshida, Masato Kikuchi
2019.04
Work type：Database science
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Confidence Interval of Probability Estimator of Laplace Smoothing
Masato Kikuchi, Mitsuo Yoshida, Masayuki Okabe, Kyoji Umemura
2015.08
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Direct West African Dishes Recognition and Calorie Classification System
Ezoa Avotchi Michel Djangoran, Masato Kikuchi, Tadachika Ozono
2023.08
Work type：Software
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Aspect Based Sentiment Analysis System
Shogo Anda, Masato Kikuchi, Tadachika Ozono
2023.08
Work type：Software
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Deepfake Detection System for Facial Evidence Verification
Ebrima Hydara, Masato Kikuchi, Tadachika Ozono
2023.08
Work type：Software
Awards
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Faculty Evaluation Excellence Award
2025.06 Nagoya Institute of Technology
Masato Kikuchi
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Encouragement Award
2025.02 SMASH25 Winter Symposium
Saki Imanishi, Masato Kikuchi, Tadachika Ozono
Award type：Award from Japanese society, conference, symposium, etc.
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Excellence Award
2024.09 SMASH24 Summer Symposium
Yuna Kaneko, Masato Kikuchi, Tadachika Ozono
Award type：Award from Japanese society, conference, symposium, etc.
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Encouragement Award
2024.03 Center for Innovative Young Researchers, Nagoya Institute of Technology
Masato Kikuchi
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Faculty Evaluation Excellence Award
2023.05 Nagoya Institute of Technology
Masato Kikuchi
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Encouragement Award
2023.03 Center for Innovative Young Researchers, Nagoya Institute of Technology
Masato Kikuchi
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Excellence Award
2023.02 SMASH23 Winter Symposium
Shogo Anda, Masato Kikuchi, Tadachika Ozono
Award type：Award from Japanese society, conference, symposium, etc.
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FIT Best Paper Award
2022.09 Forum on Information Technology 2021 Efficient Likelihood Ratio Estimation Method for Low- and Zero-frequency N-grams Using Feature Selection
Masato Kikuchi, Mitsuo Yoshida, Kyoji Umemura, Tadachika Ozono
Award type：Award from Japanese society, conference, symposium, etc.
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Honorable Mention Award
2022.07 The 14th International Conference on E-Service and Knowledge Management (ESKM 2022) Developing a Component Comment Extractor from Product Reviews on E-Commerce Sites
Shogo Anda, Masato Kikuchi, Tadachika Ozono
Award type：Award from international society, conference, symposium, etc.
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Excellence Award
2022.02 SMASH22 Winter Symposium
Shogo Anda, Masato Kikuchi, Tadachika Ozono
Award type：Award from Japanese society, conference, symposium, etc.
Scientific Research Funds Acquisition Results
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Low-Frequency Data Processing Methods Using "Soft Thresholding" in Conditional Probability Estimation
2025.04 - 2028.03
Grant-in-Aid for Scientific Research Grant-in-Aid for Early-Career Scientists
Masato Kikuchi
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Developing a Real-time Learning Analytics System Exploiting Weak Responses of Students
Grant number：24K03052 2024.04 - 2028.03
Japan Society for the Promotion of Science Grant-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (B)
Tadachika Ozono, Masato Kikuchi, Shun Shiramatsu
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Grant number：22K02825 2022.04 - 2026.03
Grant-in-Aid for Scientific Research Grant-in-Aid for Scientific Research(C)
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Conservative Estimation Methods for Mutual Information based on Observed Frequencies
Grant number：22K18006 2022.04 - 2025.03
Grant-in-Aid for Scientific Research Grant-in-Aid for Early-Career Scientists
Masato Kikuchi
Other External Funds
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Development of Efficient Detection Method for Low-frequency Aspect Categories from Review Texts
2024.05 - 2025.05
The Hibi Science Foundation Research Grant (General Research Project)
Masato Kikuchi
Authorship：Principal investigator Grant type：Competitive
Grant amount：\1000000
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Geo-spatial Risk Index Tool (GSRIT) to Monitor Human-Nature Conflicts in South Africa, Kenya and Botswana
2024.04 - 2027.03
Japan Science and Technology Agency AJ-CORE
Masato Kikuchi
Authorship：Coinvestigator(s) Grant type：Competitive
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相互情報量における保守的な推定法の確立
2024.04 - 2025.03
名古屋工業大学 学内研究推進経費（若手研究支援）
菊地真人
Authorship：Principal investigator Grant type：Competitive
Grant amount：\500000
Committee Memberships
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Information Processing Society of Japan Editorial Committee Member, Journal of Information Processing
2025.06
Committee type：Academic society
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Information Processing Society of Japan Program Planning Working Group Member, The 87th National Convention of IPSJ
2024.12 - 2025.03
Committee type：Academic society
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The Institute of Electronics, Information and Communication Engineers Editorial Committee, Special Section of IEICE Trans. Inf.& Syst.
2024.11
Committee type：Academic society
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Information Processing Society of Japan Organizer, Special Interest Group on Intelligence and Complex Systems (SIG-ICS)
2024.04
Committee type：Academic society
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IEEE IEEE 12th Global Conference on Consumer Electronics (GCCE 2023) Technical Program Committee
2023.06 - 2023.10
Committee type：Academic society
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Information Processing Society of Japan Editorial Committee of the Journal of Information Processing, Special Issue of "Agent Theory, Technology, and its Applications"
2022.12 - 2023.12
Committee type：Academic society
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IEEE The 9th International Conference on Advanced Informatics: Concepts, Theory and Applications (ICAICTA 2022) Technical Program Committee
2022.07 - 2022.09
Committee type：Academic society
Media Coverage
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WI-IAT 2021 参加報告 Promotional material
日本データベース学会 日本データベース学会 Newsletter 2022.02
Author：Myself